What is VectorDBs?

Vector databases are specialized databases that store data as high-dimensional vectors, representing features and characteristics of the data. They are commonly used for similarity search, recommendation systems, and other applications where finding data points that are semantically similar is important. They achieve efficient similarity search through approximate nearest neighbor (ANN) algorithms.